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HEAD AND NECK SQUAMOUS CELL CARCINOMA (TCGA) - Interactive survival scatter ploti
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P4HB is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
479.1
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
1280.0
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
1278.7
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
1125.8
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
1113.3
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
1082.4
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
1077.4
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
1071.5
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
1004.8
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
996.2
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
981.9
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
980.5
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
961.3
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
934.3
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
930.0
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
914.8
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
913.2
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
900.0
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
896.0
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
891.4
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
881.9
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
881.5
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
878.5
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
847.2
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
845.4
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
833.7
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
831.6
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
829.8
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
824.1
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
822.3
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
818.0
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
801.7
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
779.8
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
772.1
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
771.4
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
769.9
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
769.7
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
766.2
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
765.7
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
764.0
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
761.6
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
754.0
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
742.8
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
741.2
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
740.4
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
736.5
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
736.4
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
735.7
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
731.9
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
727.9
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
726.1
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
724.3
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
719.5
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
715.1
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
715.0
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
708.6
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
708.2
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
707.3
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
702.7
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
697.7
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
695.0
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
693.9
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
692.7
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
691.3
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
690.5
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
690.1
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
685.2
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
683.0
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
680.6
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
678.2
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
675.0
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
673.3
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
672.7
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
672.1
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
671.7
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
667.3
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
666.7
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
663.1
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
662.9
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
661.5
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
656.6
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
656.5
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
651.0
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
647.2
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
647.0
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
642.5
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
641.6
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
640.6
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
640.0
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
639.9
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
637.9
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
636.9
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
636.1
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
634.8
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
633.2
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
633.0
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
629.4
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
629.2
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
628.3
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
625.9
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
624.6
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
622.7
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
620.8
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
620.5
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
619.2
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
618.7
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
618.2
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
618.2
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
615.7
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
615.5
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
615.4
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
614.1
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
613.5
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
609.7
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
609.2
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
608.1
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
606.7
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
605.7
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
604.6
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
603.8
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
602.6
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
601.6
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
600.0
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
599.8
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
598.8
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
597.1
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
595.7
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
595.1
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
594.3
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
593.0
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
591.9
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
591.6
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
591.5
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
590.7
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
590.6
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
588.1
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
587.8
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
586.0
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
585.9
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
585.5
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
584.6
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
584.5
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
584.2
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
583.8
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
583.2
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
580.6
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
579.2
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
576.6
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
575.9
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
574.4
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
573.5
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
571.9
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
571.8
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
570.6
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
568.0
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
567.6
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
561.7
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
561.5
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
560.7
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
559.5
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
557.8
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
556.2
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
554.5
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
553.0
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
550.8
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
550.7
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
550.2
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
549.0
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
546.5
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
543.0
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
542.7
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
542.4
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
541.5
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
541.3
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
540.9
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
540.7
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
539.8
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
537.7
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
537.6
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
535.7
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
531.9
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
531.8
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
531.2
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
531.0
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
531.0
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
529.8
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
528.0
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
527.9
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
527.7
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
527.1
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
526.3
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
526.1
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
525.3
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
524.8
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
523.8
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
521.9
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
521.6
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
520.7
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
520.4
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
517.1
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
517.0
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
516.8
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
516.6
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
516.1
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
516.1
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
516.0
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
515.0
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
513.9
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
513.7
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
511.3
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
506.7
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
503.9
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
503.5
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
503.2
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
501.1
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
500.5
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
499.5
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
499.1
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
497.6
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
497.3
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
496.7
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
494.8
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
494.6
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
493.7
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
491.8
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
490.0
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
488.8
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
488.3
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
486.4
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
486.3
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
485.7
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
484.8
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
482.9
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
480.4
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
479.4
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
479.3
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
478.7
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
478.4
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
477.4
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
475.7
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
474.5
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
474.3
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
473.3
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
473.2
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
473.0
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
472.0
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
471.6
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
471.6
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
471.3
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
470.4
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
464.5
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
464.0
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
463.1
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
461.6
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
460.4
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
459.5
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
455.7
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
455.0
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
454.6
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
454.6
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
452.6
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
451.3
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
451.1
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
450.9
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
450.5
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
450.3
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
449.3
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
449.3
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
444.6
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
443.8
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
442.1
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
440.6
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
439.3
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
437.7
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
437.2
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
437.0
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
435.4
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
431.1
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
430.6
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
430.2
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
429.6
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
429.5
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
428.9
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
428.0
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
426.9
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
425.2
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
424.7
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
424.1
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
423.2
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
422.8
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
422.4
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
422.1
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
419.6
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
419.3
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
417.9
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
417.4
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
417.2
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
416.9
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
415.8
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
415.4
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
415.3
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
415.1
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
412.4
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
412.4
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
411.5
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
410.7
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
409.9
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
409.4
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
409.3
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
409.3
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
409.1
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
408.9
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
406.7
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
405.7
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
404.0
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
403.5
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
402.6
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
401.7
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
401.5
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
400.8
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
399.0
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
398.3
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
397.4
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
397.2
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
396.9
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
395.7
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
393.7
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
393.4
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
392.1
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
391.0
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
390.3
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
389.8
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
389.4
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
389.3
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
389.0
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
386.4
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
385.8
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
385.0
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
384.8
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
384.7
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
382.2
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
379.8
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
379.4
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
378.5
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
377.0
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
376.5
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
375.7
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
374.8
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
373.3
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
373.0
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
372.9
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
372.0
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
371.3
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
370.7
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
370.7
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
370.5
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
369.8
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
369.4
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
369.1
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
366.9
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
366.2
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
366.1
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
364.5
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
362.9
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
362.4
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
359.9
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
359.7
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
358.5
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
357.8
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
356.2
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
355.5
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
354.2
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
352.1
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
349.8
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
349.5
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
348.5
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
348.4
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
348.4
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
344.0
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
343.2
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
341.1
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
340.7
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
340.1
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
340.0
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
338.0
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
336.6
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
335.4
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
335.1
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
333.9
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
333.3
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
332.8
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
332.2
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
327.7
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
324.8
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
323.5
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
323.1
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
322.9
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
319.3
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
315.8
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
314.6
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
311.7
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
311.4
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
310.6
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
308.6
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
302.1
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
296.1
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
295.7
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
295.4
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
294.5
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
292.7
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
292.6
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
290.4
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
288.7
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
285.4
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
284.1
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
278.5
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
276.1
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
272.9
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
270.6
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
270.5
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
269.5
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
268.7
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
266.5
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
266.4
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
263.6
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
263.5
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
262.0
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
261.1
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
261.0
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
259.3
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
257.3
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
255.5
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
253.3
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
252.5
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
250.2
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
248.8
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
243.7
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
243.0
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
242.8
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
240.3
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
239.7
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
238.0
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
237.1
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
234.1
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
234.1
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
231.6
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
231.3
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
231.2
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
231.0
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
230.0
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
229.7
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
226.1
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
218.2
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
206.6
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
206.2
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
205.6
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
203.8
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
202.0
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
202.0
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
201.8
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
197.9
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
197.0
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
189.5
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
184.9
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
184.1
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
182.7
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
164.9
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
162.3
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
157.6
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
153.9
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
151.1
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
150.6
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
149.5
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
124.8
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
95.7
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
91.1
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
67.5
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
65.8
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
62.3
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
58.2
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
55.3
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
50.0
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
42.8
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
35.6
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
35.3
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
32.9
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
28.8
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
28.2
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
25.9
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
10.7
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
7.9
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
2.5
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
0.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0235470002
Normal
1.1
CPT0236640003
Normal
0.9
CPT0123280003
Normal
0.8
CPT0222200003
Normal
0.8
CPT0237620004
Tumor
0.7
CPT0123190003
Normal
0.6
CPT0243140004
Normal
0.5
CPT0013460003
Normal
0.5
CPT0184530003
Tumor
0.5
CPT0163790003
Tumor
0.5
CPT0278700002
Normal
0.4
CPT0190860003
Normal
0.4
CPT0201830004
Tumor
0.4
CPT0201860004
Normal
0.4
CPT0222360003
Tumor
0.4
CPT0199710003
Normal
0.4
CPT0011290003
Tumor
0.4
CPT0176770003
Tumor
0.3
CPT0094580003
Normal
0.3
CPT0088410003
Tumor
0.3
CPT0245130003
Tumor
0.3
CPT0235460003
Tumor
0.3
CPT0163530003
Tumor
0.3
CPT0246620003
Tumor
0.2
CPT0199820003
Tumor
0.2
CPT0245550003
Tumor
0.2
CPT0245180003
Tumor
0.2
CPT0256560003
Tumor
0.2
CPT0245400003
Tumor
0.2
CPT0169730003
Tumor
0.2
CPT0008930003
Tumor
0.2
CPT0169640003
Tumor
0.2
CPT0177710003
Tumor
0.2
CPT0281470002
Normal
0.2
CPT0194260003
Normal
0.2
CPT0169890003
Tumor
0.2
CPT0088080003
Normal
0.2
CPT0261520003
Tumor
0.2
CPT0245140003
Normal
0.2
CPT0236850004
Tumor
0.2
CPT0194250003
Tumor
0.2
CPT0163480003
Tumor
0.2
CPT0237130004
Tumor
0.2
CPT0229220002
Normal
0.2
CPT0013430003
Tumor
0.2
CPT0169740004
Normal
0.2
CPT0190850003
Tumor
0.1
CPT0245730003
Tumor
0.1
CPT0195680003
Tumor
0.1
CPT0123260003
Tumor
0.1
CPT0163840003
Tumor
0.1
CPT0084650004
Normal
0.1
CPT0248350003
Normal
0.1
CPT0245600003
Tumor
0.1
CPT0199700003
Tumor
0.1
CPT0246670003
Tumor
0.1
CPT0163170003
Normal
0.1
CPT0245300003
Tumor
0.1
CPT0163720003
Normal
0.1
CPT0094560004
Tumor
0.1
CPT0245560003
Normal
0.1
CPT0008520008
Tumor
0.0
CPT0226390003
Tumor
0.0
CPT0195860003
Tumor
0.0
CPT0241980004
Tumor
0.0
CPT0094420004
Tumor
0.0
CPT0194800003
Normal
0.0
CPT0177010003
Tumor
0.0
CPT0244940004
Tumor
0.0
CPT0237480004
Tumor
0.0
CPT0245010003
Tumor
0.0
CPT0223450003
Tumor
0.0
CPT0163600003
Tumor
0.0
CPT0163910003
Tumor
0.0
CPT0248330003
Tumor
0.0
CPT0163160003
Tumor
0.0
CPT0123180003
Tumor
0.0
CPT0196210003
Tumor
0.0
CPT0163340003
Tumor
0.0
CPT0244890004
Tumor
0.0
CPT0243090003
Tumor
0.0
C3N-01859-04
Normal
0.0
CPT0094280004
Tumor
0.0
CPT0011320003
Normal
0.0
CPT0084630009
Tumor
0.0
CPT0163240003
Tumor
0.0
CPT0013000004
Tumor
-0.1
CPT0013130003
Tumor
-0.1
CPT0248520003
Tumor
-0.1
CPT0177200003
Tumor
-0.1
CPT0169920003
Normal
-0.1
CPT0163090003
Tumor
-0.1
CPT0163650003
Tumor
-0.1
C3N-04279-05
Normal
-0.1
CPT0087990003
Tumor
-0.1
CPT0162990004
Tumor
-0.1
CPT0194420003
Tumor
-0.1
C3N-00857-05
Normal
-0.1
CPT0226440003
Tumor
-0.1
CPT0207870004
Tumor
-0.1
CPT0237500003
Normal
-0.1
CPT0236620003
Tumor
-0.1
CPT0242000004
Normal
-0.1
CPT0245230004
Tumor
-0.1
C3N-04275-05
Normal
-0.1
CPT0236870003
Normal
-0.1
CPT0008960003
Normal
-0.1
CPT0226400003
Normal
-0.1
CPT0162890003
Tumor
-0.1
CPT0013210004
Tumor
-0.1
CPT0088430003
Normal
-0.1
CPT0163610003
Normal
-0.1
CPT0245060004
Tumor
-0.1
CPT0163250003
Normal
-0.1
CPT0095040003
Tumor
-0.1
CPT0237640003
Normal
-0.1
CPT0226270003
Normal
-0.1
CPT0199880003
Tumor
-0.1
CPT0245460003
Normal
-0.1
CPT0246590003
Tumor
-0.1
CPT0127050003
Tumor
-0.1
CPT0088010003
Normal
-0.1
CPT0194960003
Tumor
-0.2
CPT0235910003
Tumor
-0.2
CPT0024810003
Tumor
-0.2
CPT0087820003
Tumor
-0.2
CPT0163430003
Normal
-0.2
CPT0088060004
Tumor
-0.2
CPT0226350003
Normal
-0.2
CPT0245450003
Tumor
-0.2
CPT0008630003
Tumor
-0.2
CPT0094490004
Tumor
-0.2
CPT0226250004
Tumor
-0.2
CPT0245630003
Tumor
-0.2
CPT0163410003
Tumor
-0.2
CPT0222180003
Tumor
-0.2
CPT0245680003
Tumor
-0.2
CPT0011130005
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0163740003
Tumor
-0.2
CPT0246540003
Tumor
-0.2
CPT0199890003
Normal
-0.2
CPT0223970003
Tumor
-0.3
CPT0226090003
Normal
-0.3
CPT0226340003
Tumor
-0.3
CPT0163490003
Normal
-0.3
C3N-00295-05
Normal
-0.3
C3N-04276-06
Normal
-0.3
CPT0199830003
Normal
-0.3
CPT0220610003
Tumor
-0.3
CPT0094350004
Tumor
-0.3
C3N-01758-04
Normal
-0.3
CPT0177220003
Normal
-0.3
CPT0245500003
Tumor
-0.3
CPT0013250003
Normal
-0.4
CPT0162940003
Tumor
-0.4
CPT0223460003
Normal
-0.4
CPT0226030003
Tumor
-0.4
CPT0177390003
Tumor
-0.4
CPT0196040003
Tumor
-0.4
CPT0250310003
Tumor
-0.4
CPT0196060003
Normal
-0.4
CPT0245350003
Tumor
-0.4
CPT0194790003
Tumor
-0.4
CPT0226450003
Normal
-0.4
CPT0163860003
Normal
-0.4
CPT0245020003
Normal
-0.4
C3N-02693-06
Normal
-0.4
CPT0163020003
Normal
-0.4
C3N-01620-05
Normal
-0.4
CPT0235920003
Normal
-0.4
CPT0245410003
Normal
-0.5
CPT0220620003
Normal
-0.5
CPT0237150003
Normal
-0.5
CPT0013030003
Normal
-0.5
CPT0245190003
Normal
-0.6
CPT0195880003
Normal
-0.6
CPT0195700003
Normal
-0.6
CPT0226130003
Tumor
-0.8
CPT0229230003
Normal
N/A
CPT0169750003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0229190003
Tumor
N/A
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HEAD AND NECK CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.